Community & Social Services
Child, Family, and School Social Workers
HIGH
58 / 100 estimated replacement risk
VS
Community & Social Services
Educational, Guidance, and Career Counselors and Advisors
HIGH
60 / 100 estimated replacement risk
MetricChild, Family, and School Social WorkersEducational, Guidance, and Career Counselors and AdvisorsAdvantage
AI Exposure6262Even
Estimated Replacement RiskHIGH58HIGH60Child, Family, and School Social Workers
Human Dependency5546Child, Family, and School Social Workers
Physical Dependency3324Child, Family, and School Social Workers
Labour-market Resilience6663Child, Family, and School Social Workers
Confidence79.827681.5558Educational, Guidance, and Career Counselors and Advisors
Task Coverage80.7269%85.4008%Educational, Guidance, and Career Counselors and Advisors
Verdict
Child, Family, and School Social Workers currently appears more AI-resilient. That advantage reflects lower replacement pressure after human dependency, physical dependency, labour-market resilience and adoption factors are included.